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Application of Predictive QSAR Models to Database Mining: Identification and Experimental Validation of Novel Anticonvulsant Compounds

✍ Scribed by Shen, Min; Béguin, Cécile; Golbraikh, Alexander; Stables, James P.; Kohn, Harold; Tropsha, Alexander


Book ID
120364954
Publisher
American Chemical Society
Year
2004
Tongue
English
Weight
250 KB
Volume
47
Category
Article
ISSN
0022-2623

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Ligand-based in silico hERG models were generated for 2 644 compounds using linear discriminant analysis (LDA) and support vector machines (SVM). As a result, the dataset used for the model generation is the largest publicly available (see Supporting Information). Extended connectivity fingerprints